Stock Price Predictability and the Business Cycle via Machine Learning

Li Rong Wang, Hsuan Fu, Xiuyi Fan

We study the impacts of business cycles on machine learning (ML) predictions. Using the S&P 500 index, we find that ML models perform worse during most recessions, and the inclusio…